DEVELOPMENT... OpenML
Run
199160

Run 199160

Task 4457 (Supervised Classification) fri_c0_100_25 Uploaded 27-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.SPegasos(5)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.736
Per class
F measure
0.7359
Per class
Kappa
0.472
KB relative information score
472
Mean absolute error
0.264
Mean prior absolute error
0.5
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7363
Per class
Predictive accuracy
0.736
Prior entropy
1
Recall
0.736
Per class
Relative absolute error
0.528
Root mean prior squared error
0.5
Root mean squared error
0.5138
Root relative squared error
1.0276
SciMark benchmark
854.5188
UserCPU time millis
10
UserCPU time millis training
10